NotImplementedError: unable to open file: libtensorflow_io.so

[suyttthideptrai]

I got NotImplementedError when calling tfio.audio.resample(wav, rate_in=sample_rate, rate_out=16000)

Based on TensorFlow Version Compatibility table at https://github.com/tensorflow/io/README.md, I have configured tensorflow packages as follow
$ conda list tensorflow

# packages in environment at /opt/conda/envs/sra-env:
#
# Name Version Build Channel
tensorflow 2.16.2 cpu_py312h69ecde4_0 conda-forge
tensorflow-base 2.16.2 cpu_py312h5c1443c_0 conda-forge
tensorflow-estimator 2.16.2 cpu_py312hbf2973a_0 conda-forge
tensorflow-hub 0.16.1 pyhd8ed1ab_3 conda-forge
tensorflow-io 0.37.1 pypi_0 pypi
tensorflow-io-gcs-filesystem 0.37.1 pypi_0 pypi

Python version:
$ conda list python

# packages in environment at /opt/conda/envs/sra-env:
#
# Name Version Build Channel
python 3.12.9 h9e4cc4f_1_cpython conda-forge
...

For the dev environment, I'm using this image: "mcr.microsoft.com/devcontainers/miniconda:1-3"

PRETTY_NAME="Debian GNU/Linux 12 (bookworm)"
NAME="Debian GNU/Linux"
VERSION_ID="12"
VERSION="12 (bookworm)"
VERSION_CODENAME=bookworm
ID=debian

Full stacktrace:

2025-03-24 07:14:42.426934: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: SSE4.1 SSE4.2 AVX AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
(640, 8)
WARNING:tensorflow:AutoGraph could not transform <function resample at 0x7f8a497571a0> and will run it as-is.
Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
Cause: unable to open file: libtensorflow_io.so, from paths: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
caused by: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: undefined symbol: _ZNK10tensorflow4data11DatasetBase8FinalizeEPNS_15OpKernelContextESt8functionIFN4absl12lts_202308028StatusOrIN3tsl4core11RefCountPtrIS1_EEEEvEE']
To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert
WARNING | AutoGraph could not transform <function resample at 0x7f8a497571a0> and will run it as-is.
Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
Cause: unable to open file: libtensorflow_io.so, from paths: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
caused by: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: undefined symbol: _ZNK10tensorflow4data11DatasetBase8FinalizeEPNS_15OpKernelContextESt8functionIFN4absl12lts_202308028StatusOrIN3tsl4core11RefCountPtrIS1_EEEEvEE']
To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert
Traceback (most recent call last):
 File "/workspaces/sound-recognition-ai/python/test.py", line 9, in <module>
 ds_ts = to_tensor_dataset(df)
 ^^^^^^^^^^^^^^^^^^^^^
 File "/workspaces/sound-recognition-ai/python/utils/dframe_utils.py", line 74, in to_tensor_dataset
 return ts_ds.map(transform_wav)
 ^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/dataset_ops.py", line 2299, in map
 return map_op._map_v2(
 ^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/map_op.py", line 37, in _map_v2
 return _MapDataset(
 ^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/map_op.py", line 107, in __init__
 self._map_func = structured_function.StructuredFunctionWrapper(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/structured_function.py", line 265, in __init__
 self._function = fn_factory()
 ^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 1251, in get_concrete_function
 concrete = self._get_concrete_function_garbage_collected(*args, **kwargs)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 1221, in _get_concrete_function_garbage_collected
 self._initialize(args, kwargs, add_initializers_to=initializers)
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 696, in _initialize
 self._concrete_variable_creation_fn = tracing_compilation.trace_function(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/tracing_compilation.py", line 178, in trace_function
 concrete_function = _maybe_define_function(
 ^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/tracing_compilation.py", line 283, in _maybe_define_function
 concrete_function = _create_concrete_function(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/tracing_compilation.py", line 310, in _create_concrete_function
 traced_func_graph = func_graph_module.func_graph_from_py_func(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/framework/func_graph.py", line 1059, in func_graph_from_py_func
 func_outputs = python_func(*func_args, **func_kwargs)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/eager/polymorphic_function/polymorphic_function.py", line 599, in wrapped_fn
 out = weak_wrapped_fn().__wrapped__(*args, **kwds)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/structured_function.py", line 231, in wrapped_fn
 ret = wrapper_helper(*args)
 ^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/data/ops/structured_function.py", line 161, in wrapper_helper
 ret = autograph.tf_convert(self._func, ag_ctx)(*nested_args)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 693, in wrapper
 raise e.ag_error_metadata.to_exception(e)
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 690, in wrapper
 return converted_call(f, args, kwargs, options=options)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 439, in converted_call
 result = converted_f(*effective_args, **kwargs)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/tmp/__autograph_generated_filejvnwf2jf.py", line 13, in tf__transform_wav
 retval_ = (ag__.converted_call(ag__.ld(load_wav_16k_mono), (ag__.ld(filename),), None, fscope), ag__.ld(class_id), ag__.ld(fold))
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 377, in converted_call
 return _call_unconverted(f, args, kwargs, options)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/autograph/impl/api.py", line 460, in _call_unconverted
 return f(*args)
 ^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow/python/util/traceback_utils.py", line 153, in error_handler
 raise e.with_traceback(filtered_tb) from None
 File "/tmp/__autograph_generated_filejidpphe2.py", line 15, in tf__load_wav_16k_mono
 wav = ag__.converted_call(ag__.ld(tfio).audio.resample, (ag__.ld(wav),), dict(rate_in=ag__.ld(sample_rate), rate_out=16000), fscope)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/audio_ops.py", line 469, in resample
 value = tf.vectorized_map(f, input)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/audio_ops.py", line 465, in f
 return core_ops.io_audio_resample(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 88, in __getattr__
 return getattr(self._load(), attrb)
 ^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 84, in _load
 self._mod = _load_library(self._library)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 69, in _load_library
 raise NotImplementedError(
NotImplementedError: in user code:

 File "/workspaces/sound-recognition-ai/python/utils/dframe_utils.py", line 67, in transform_wav *
 return load_wav_16k_mono(filename), class_id, fold
 File "/workspaces/sound-recognition-ai/python/utils/wav_utils.py", line 59, in load_wav_16k_mono *
 wav = tfio.audio.resample(wav, rate_in=sample_rate, rate_out=16000)
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/audio_ops.py", line 469, in resample **
 value = tf.vectorized_map(f, input)
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/audio_ops.py", line 465, in f
 return core_ops.io_audio_resample(
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 88, in __getattr__
 return getattr(self._load(), attrb)
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 84, in _load
 self._mod = _load_library(self._library)
 File "/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/__init__.py", line 69, in _load_library
 raise NotImplementedError(

 NotImplementedError: unable to open file: libtensorflow_io.so, from paths: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']
 caused by: ['/opt/conda/envs/sra-env/lib/python3.12/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: undefined symbol: _ZNK10tensorflow4data11DatasetBase8FinalizeEPNS_15OpKernelContextESt8functionIFN4absl12lts_202308028StatusOrIN3tsl4core11RefCountPtrIS1_EEEEvEE']

[grofte]

That's the same error that you get when the versions are incompatible.

• I would try getting Tensorflow from pypi instead of conda-forge first.
• Then I would try downgrading the minor version on TF.
• If that also doesn't work then I would build TFio from source.